Decision Workspace
radient vs autofloat vs mushin
Side-by-side comparison of Rust crates
40
radient
growingv0.3.0
Radient is a Rust library designed for automatic differentiation. It leverages the power of computational graphs to perform forward and backward passes for gradient calculations.
46
autofloat
growingv1.0.4
Pure Rust library for efficient automatic differentiation
42
mushin
growingv0.5.0
Computational graphs with reverse automatic differentation in the GPU
Core Metrics
| radient | autofloat | mushin | |
|---|---|---|---|
| Health Score | 40 | 46 | 42 |
| Total Downloads | 3.6K | 3.9K | 8.2K |
| 30d Downloads | 5 | 9 | 9 |
| Dependents | 0 | 0 | 0 |
| Releases | 3 | 5 | 6 |
| Last Updated | 538d ago | 218d ago | 1389d ago |
| Age | 2y 4m | 1y 3m | 4y 11m |
Health Breakdown
radient
Maintenance
6
Quality
15
Community
5
Popularity
4
Documentation
10
autofloat
Maintenance
9
Quality
20
Community
3
Popularity
4
Documentation
10
mushin
Maintenance
4
Quality
17
Community
6
Popularity
5
Documentation
10
Technical Details
| radient | autofloat | mushin | |
|---|---|---|---|
| Version | 0.3.0 | 1.0.4 | 0.5.0 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT/Apache-2.0 |
| Dependencies | 3 | 4 | 1 |
| Crate Size | 16KB | 29KB | 30KB |
| Features | 0 | 4 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •autofloat leads with a health score of 46/100, but none of the options score above 80.
- •mushin has the most downloads (8.2K), suggesting wider adoption.
- •⚠ radient, mushin have not been updated in over a year.
- •radient, mushin are pre-1.0 — API may change.